Nitay Calderon

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Domain Adaptation

Top Venues

Publications

Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. NAACL-HLT (2024)
Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. CoRR (2024)
Nitay Calderon, Roi Reichart
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. CoRR (2024)
Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. ICLR (2024)
Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. ACL (1) (2023)
Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. CoRR (2023)
Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. CoRR (2023)
Nitay Calderon, Naveh Porat, Eyal Ben-David, Zorik Gekhman, Nadav Oved, Roi Reichart
Measuring the Robustness of Natural Language Processing Models to Domain Shifts. CoRR (2023)
Yael Badian, Yaakov Ophir, Refael Tikochinski, Nitay Calderon, Anat Brunstein Klomek, Roi Reichart
A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images. CoRR (2023)
Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. ACL (1) (2022)
Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
A Functional Information Perspective on Model Interpretation. ICML (2022)
Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
A Functional Information Perspective on Model Interpretation. CoRR (2022)
Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. CoRR (2022)
Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report). CoRR (2022)
Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry. CIKM (2021)